🤖 Labor Automation

Examinations of what happens when machines replace human hands—the economic upheaval, existential anxiety, and transformed societies that follow.

Rise of the Robots

by Martin Ford • 2015

Productivity soars, wages stagnate, and education won't fix it. The real economics of automation.

3.96

10k+

🤖 Technological Unemployment 🧠 Artificial Intelligence 📉 Income Inequality

Rise of the Robots 91%

Productivity soars, wages stagnate, and education won't fix it. The real economics of automation.

by Martin Ford 2015

3.96

10k+ ratings

🤖 Technological Unemployment 🧠 Artificial Intelligence 📉 Income Inequality

The Future of Work

by Darrell M. West • 2018

Automation threatens half of all jobs. Our safety nets were designed for a different economy.

3.47

203

🏭 Workforce Automation 📉 Job Displacement 🚗 Gig Economy

The Future of Work 91%

Automation threatens half of all jobs. Our safety nets were designed for a different economy.

by Darrell M. West 2018

3.47

203 ratings

🏭 Workforce Automation 📉 Job Displacement 🚗 Gig Economy

A World Without Work

by Daniel Susskind • 2020

Past automation always created more jobs than it killed. The evidence that this time is different.

3.83

2k+

🏭 Technological Unemployment 📊 Automation Economics 🌅 Post-Work Society

A World Without Work 91%

Past automation always created more jobs than it killed. The evidence that this time is different.

by Daniel Susskind 2020

3.83

2k+ ratings

🏭 Technological Unemployment 📊 Automation Economics 🌅 Post-Work Society

INTELLIGENT AUTOMATION

by Pascal Bornet • 2020

A new tech suite automates knowledge work. The playbook for turning it into your advantage.

3.83

178

⚙️ Intelligent Automation 🏭 Digital Transformation 🤖 Ai In Business

INTELLIGENT AUTOMATION 90%

A new tech suite automates knowledge work. The playbook for turning it into your advantage.

by Pascal Bornet 2020

3.83

178 ratings

⚙️ Intelligent Automation 🏭 Digital Transformation 🤖 Ai In Business

AI Superpowers

by Kai-Fu Lee • 2018

China and Silicon Valley are in an AI arms race. The first casualty: your job.

4.09

17k+

🤖 Ai And Automation 🇨🇳 Chinese Technology 🌏 Us-China Tech Rivalry

AI Superpowers 90%

China and Silicon Valley are in an AI arms race. The first casualty: your job.

by Kai-Fu Lee 2018

4.09

17k+ ratings

🤖 Ai And Automation 🇨🇳 Chinese Technology 🌏 Us-China Tech Rivalry

Power and Progress

by Daron Acemoğlu • 2023

For a thousand years, technology served the powerful; the handful of exceptions hold the lesson.

3.94

2k+

🏛️ Political Economy ⚙️ History Of Technology 🔧 Technological Bias

Power and Progress 90%

For a thousand years, technology served the powerful; the handful of exceptions hold the lesson.

by Daron Acemoğlu 2023

3.94

2k+ ratings

🏛️ Political Economy ⚙️ History Of Technology 🔧 Technological Bias

The Technology Trap

by Carl Benedikt Frey • 2019

The telescope helps you see. The power loom takes your job. Which one is AI?

4.10

657

🏛️ Economic History 👷 Labor Economics 🏭 Industrial Revolution

The Technology Trap 90%

The telescope helps you see. The power loom takes your job. Which one is AI?

by Carl Benedikt Frey 2019

4.10

657 ratings

🏛️ Economic History 👷 Labor Economics 🏭 Industrial Revolution

The Algorithm

by Hilke Schellmann • 2024

Why you should fear the algorithms that hire and fire: they're biased, unscientific, and watching.

3.84

429

🏢 AI In The Workplace 💼 Hiring Practices ⚖️ Algorithmic Bias

The Algorithm 90%

Why you should fear the algorithms that hire and fire: they're biased, unscientific, and watching.

by Hilke Schellmann 2024

3.84

429 ratings

🏢 AI In The Workplace 💼 Hiring Practices ⚖️ Algorithmic Bias

Average Is Over

by Tyler Cowen • 2013

The labor market is now a chess match: winning means teaming up with the machine.

3.64

2k+

🛠️ Labor Economics 🔮 Future Of Work 🤖 Technological Unemployment

Average Is Over 90%

The labor market is now a chess match: winning means teaming up with the machine.

by Tyler Cowen 2013

3.64

2k+ ratings

🛠️ Labor Economics 🔮 Future Of Work 🤖 Technological Unemployment

Prediction Machines

by Ajay Agrawal • 2018

AI is cheaper prediction. Treat it as a collapsing input cost and watch strategies tip.

3.86

4k+

📉 Ai Economics 📋 Technology Strategy 🤝 Human-Machine Collaboration

Prediction Machines 89%

AI is cheaper prediction. Treat it as a collapsing input cost and watch strategies tip.

by Ajay Agrawal 2018

3.86

4k+ ratings

📉 Ai Economics 📋 Technology Strategy 🤝 Human-Machine Collaboration

The Second Machine Age

by Erik Brynjolfsson • 2014

Kodak employed 145,000. Instagram: 15. The economics that explains both, and what comes next.

3.91

12k+

🖥️ Digital Economy 🏭 Automation And Jobs 💼 Future Of Work

The Second Machine Age 89%

Kodak employed 145,000. Instagram: 15. The economics that explains both, and what comes next.

by Erik Brynjolfsson 2014

3.91

12k+ ratings

🖥️ Digital Economy 🏭 Automation And Jobs 💼 Future Of Work

Surviving AI

by Calum Chace • 2015

Superintelligence is coming. It could be the greatest thing or the last thing we ever build.

3.88

608

🎯 Ai Alignment ☢️ Existential Risk 🧠 Superintelligence

Surviving AI 89%

Superintelligence is coming. It could be the greatest thing or the last thing we ever build.

by Calum Chace 2015

3.88

608 ratings

🎯 Ai Alignment ☢️ Existential Risk 🧠 Superintelligence

What To Do When Machines Do Everything

by Malcolm Frank • 2017

12% of jobs vanish, 75% transform. AI's future is a build-out, not a takeover.

3.56

509

⚙️ Digital Transformation 🏭 Industry 4.0 🤖 Ai In Business

What To Do When Machines Do Everything Summary

What To Do When Machines Do Everything 89%

12% of jobs vanish, 75% transform. AI's future is a build-out, not a takeover.

by Malcolm Frank 2017

3.56

509 ratings

⚙️ Digital Transformation 🏭 Industry 4.0 🤖 Ai In Business

The Future of the Professions

by Richard Susskind • 2015

The professions were built on a trade: exclusive knowledge for public trust. That trade is ending.

3.64

1k+

💼 Professional Services 🔮 Future Of Work ⚡ Technology Disruption

The Future of the Professions 89%

The professions were built on a trade: exclusive knowledge for public trust. That trade is ending.

by Richard Susskind 2015

3.64

1k+ ratings

💼 Professional Services 🔮 Future Of Work ⚡ Technology Disruption

AI 2041

by Kai-Fu Lee • 2021

Ten stories set in 2041 where AI heals, wages war, and makes truth unprovable.

3.83

6k+

🧠 Artificial Intelligence 🔮 Future Studies 💼 Future Of Work

AI 2041 89%

Ten stories set in 2041 where AI heals, wages war, and makes truth unprovable.

by Kai-Fu Lee 2021

3.83

6k+ ratings

🧠 Artificial Intelligence 🔮 Future Studies 💼 Future Of Work

The Fourth Industrial Revolution

by Klaus Schwab • 2016

Physical, digital, and biological tech are merging. Jobs, governments, and selves will be rewritten.

3.56

5k+

🌀 Technological Disruption 🔧 Future Of Work 🏙️ Technology And Society

The Fourth Industrial Revolution Summary

The Fourth Industrial Revolution 89%

Physical, digital, and biological tech are merging. Jobs, governments, and selves will be rewritten.

by Klaus Schwab 2016

3.56

5k+ ratings

🌀 Technological Disruption 🔧 Future Of Work 🏙️ Technology And Society

Agentic Artificial Intelligence

by Pascal Bornet • 2025

Generative AI answers. Agentic AI acts. The gap between them is where business will be remade.

3.91

375

🏢 Enterprise Ai 🤖 Autonomous Systems ⚙️ Workforce Automation

Agentic Artificial Intelligence 89%

Generative AI answers. Agentic AI acts. The gap between them is where business will be remade.

by Pascal Bornet 2025

3.91

375 ratings

🏢 Enterprise Ai 🤖 Autonomous Systems ⚙️ Workforce Automation

Machines of Loving Grace

by John Markoff • 2015

Silicon Valley split between replacing humans and upgrading them. The fight isn't over.

3.67

627

🖥️ History Of Computing 🤖 Artificial Intelligence 🖱️ Human-Computer Interaction

Machines of Loving Grace 89%

Silicon Valley split between replacing humans and upgrading them. The fight isn't over.

by John Markoff 2015

3.67

627 ratings

🖥️ History Of Computing 🤖 Artificial Intelligence 🖱️ Human-Computer Interaction

The Robots Are Coming!

by Andrés Oppenheimer • 2018

Factory workers lost their jobs to robots last decade. This decade, it's lawyers and accountants.

4.19

3k+

🤖 Future Of Work 🏭 Technological Unemployment 📚 Lifelong Learning

The Robots Are Coming! 89%

Factory workers lost their jobs to robots last decade. This decade, it's lawyers and accountants.

by Andrés Oppenheimer 2018

4.19

3k+ ratings

🤖 Future Of Work 🏭 Technological Unemployment 📚 Lifelong Learning

The Glass Cage

by Nicholas Carr • 2014

The more machines take over, the less we can do ourselves: automation's hidden trade-off.

3.75

2k+

🔬 Technology And Cognition 🏭 Automation And Society 🔍 Technological Skepticism

The Glass Cage 88%

The more machines take over, the less we can do ourselves: automation's hidden trade-off.

by Nicholas Carr 2014

3.75

2k+ ratings

🔬 Technology And Cognition 🏭 Automation And Society 🔍 Technological Skepticism

A Brief History of Artificial Intelligence

by Michael Wooldridge • 2021

AI has overpromised for decades. Deep learning is different, but not how most think.

3.87

555

📜 Ai History 🧠 Machine Learning ⚖️ Ai Ethics

A Brief History of Artificial Intelligence Summary

A Brief History of Artificial Intelligence 88%

AI has overpromised for decades. Deep learning is different, but not how most think.

by Michael Wooldridge 2021

3.87

555 ratings

📜 Ai History 🧠 Machine Learning ⚖️ Ai Ethics

Architects of Intelligence

by Martin Ford • 2018

AI's builders say the real crisis isn't superintelligence but a labor market already fracturing.

4.07

667

🧠 Deep Learning ⚖️ Ai Ethics 👷 Future Of Work

Architects of Intelligence 88%

AI's builders say the real crisis isn't superintelligence but a labor market already fracturing.

by Martin Ford 2018

4.07

667 ratings

🧠 Deep Learning ⚖️ Ai Ethics 👷 Future Of Work

The Eye of the Master

by Matteo Pasquinelli • 2023

AI was never about thinking machines. It was built to measure, rank, and control workers.

4.06

292

🧠 Critical AI Studies 💻 History Of Computing 🏭 Division Of Labor

The Eye of the Master 88%

AI was never about thinking machines. It was built to measure, rank, and control workers.

by Matteo Pasquinelli 2023

4.06

292 ratings

🧠 Critical AI Studies 💻 History Of Computing 🏭 Division Of Labor

Automate This

by Christopher Steiner • 2012

Algorithms took Wall Street. Now they compose music, allocate kidneys, and profile personalities.

3.82

4k+

📈 Algorithmic Trading 🤖 Automation And Society 💻 Computational Thinking

Automate This 88%

Algorithms took Wall Street. Now they compose music, allocate kidneys, and profile personalities.

by Christopher Steiner 2012

3.82

4k+ ratings

📈 Algorithmic Trading 🤖 Automation And Society 💻 Computational Thinking

Superagency

by Reid Hoffman • 2025

AI multiplies human agency. That power will concentrate or spread. The choice is ours.

3.33

1k+

🏛️ Ai Policy 🌅 Tech Optimism ⚖️ Ai Ethics

Superagency 88%

AI multiplies human agency. That power will concentrate or spread. The choice is ours.

by Reid Hoffman 2025

3.33

1k+ ratings

🏛️ Ai Policy 🌅 Tech Optimism ⚖️ Ai Ethics

The AI Con

by Emily M. Bender • 2025

ChatGPT isn't thinking, the doom-sayers aren't helping, and the real AI harms are already here.

3.69

2k+

🤖 Ai Criticism 🧮 Algorithmic Bias 🔍 Technology Criticism

The AI Con 88%

ChatGPT isn't thinking, the doom-sayers aren't helping, and the real AI harms are already here.

by Emily M. Bender 2025

3.69

2k+ ratings

🤖 Ai Criticism 🧮 Algorithmic Bias 🔍 Technology Criticism

Impromptu

by Reid Hoffman • 2023

AI won't replace you. But someone using it will. The solo thinker era is ending.

3.77

782

🛠️ Applied Ai 💼 Future Of Work 🤝 Human Ai Collaboration

Impromptu 88%

AI won't replace you. But someone using it will. The solo thinker era is ending.

by Reid Hoffman 2023

3.77

782 ratings

🛠️ Applied Ai 💼 Future Of Work 🤝 Human Ai Collaboration

Inventing the Future

by Nick Srnicek • 2015

Small protests fail. The left needs automation, a guaranteed wage, and a long-term vision.

3.97

3k+

💸 Post-Capitalism 🪧 Leftist Strategy 🤖 Future Of Work

Inventing the Future 88%

Small protests fail. The left needs automation, a guaranteed wage, and a long-term vision.

by Nick Srnicek 2015

3.97

3k+ ratings

💸 Post-Capitalism 🪧 Leftist Strategy 🤖 Future Of Work

Artificial Intelligence

by Lasse Rouhiainen • 2018

An AI 101: the tech, the jobs at risk, and the one skill machines can't touch.

3.92

314

🤖 Artificial Intelligence 💻 Digital Transformation 🧠 Machine Learning

Artificial Intelligence 88%

An AI 101: the tech, the jobs at risk, and the one skill machines can't touch.

by Lasse Rouhiainen 2018

3.92

314 ratings

🤖 Artificial Intelligence 💻 Digital Transformation 🧠 Machine Learning

Co-Intelligence

by Ethan Mollick • 2024

AI is an intern that never sleeps and sometimes lies. Managing it means rewriting the rules.

3.93

17k+

🏢 Ai In The Workplace 🤝 Human-Ai Collaboration ⚙️ Workplace Automation

Co-Intelligence 88%

AI is an intern that never sleeps and sometimes lies. Managing it means rewriting the rules.

by Ethan Mollick 2024

3.93

17k+ ratings

🏢 Ai In The Workplace 🤝 Human-Ai Collaboration ⚙️ Workplace Automation

Human + Machine

by Paul R. Daugherty • 2018

AI won't replace workers. The real value is in the space where humans and machines collaborate.

3.62

990

🏢 Ai In Business 🔄 Digital Transformation 🤝 Human-Ai Collaboration

Human + Machine 88%

AI won't replace workers. The real value is in the space where humans and machines collaborate.

by Paul R. Daugherty 2018

3.62

990 ratings

🏢 Ai In Business 🔄 Digital Transformation 🤝 Human-Ai Collaboration

The Industries of the Future

by Alec J. Ross • 2016

Robotics, genomics, code, and cyberwar: the next economy's winners and losers, mapped.

3.96

8k+

🌐 Emerging Technologies 💰 Digital Currencies 🛡️ Cyberwarfare

The Industries of the Future 88%

Robotics, genomics, code, and cyberwar: the next economy's winners and losers, mapped.

by Alec J. Ross 2016

3.96

8k+ ratings

🌐 Emerging Technologies 💰 Digital Currencies 🛡️ Cyberwarfare

WTF?

by Tim O'Reilly • 2017

The economy is now an algorithm, and nobody wrote human well-being into its code.

4.08

2k+

🏗️ Platform Economy 🤖 Algorithmic Management 💼 Future Of Work

WTF? 88%

The economy is now an algorithm, and nobody wrote human well-being into its code.

by Tim O'Reilly 2017

4.08

2k+ ratings

🏗️ Platform Economy 🤖 Algorithmic Management 💼 Future Of Work

Private Government

by Elizabeth S. Anderson • 2017

The workplace is an authoritarian state that most economic thought pretends does not exist.

3.94

856

🏛️ Workplace Authority 🗳️ Workplace Democracy 🗽 Republican Freedom

Private Government 88%

The workplace is an authoritarian state that most economic thought pretends does not exist.

by Elizabeth S. Anderson 2017

3.94

856 ratings

🏛️ Workplace Authority 🗳️ Workplace Democracy 🗽 Republican Freedom

How To Think About AI

by Richard Susskind • 2025

AI will match us by 2035. Our thinking hasn't caught up. The mental tools you need.

3.85

434

🤖 Artificial Intelligence 🛡️ Ai Safety 🏛️ Ai Governance

How To Think About AI 88%

AI will match us by 2035. Our thinking hasn't caught up. The mental tools you need.

by Richard Susskind 2025

3.85

434 ratings

🤖 Artificial Intelligence 🛡️ Ai Safety 🏛️ Ai Governance

Fully Automated Luxury Communism

by Aaron Bastani • 2018

Technology is ending scarcity. The real question is who gets to own the abundance.

3.68

3k+

🏛️ Political Economy 🌅 Post-Capitalism 🪐 Post-Scarcity Economics

Fully Automated Luxury Communism Summary

Fully Automated Luxury Communism 88%

Technology is ending scarcity. The real question is who gets to own the abundance.

by Aaron Bastani 2018

3.68

3k+ ratings

🏛️ Political Economy 🌅 Post-Capitalism 🪐 Post-Scarcity Economics

The Mind's Mirror

by Daniela Rus • 2024

AI extends every human capability, including the worst of us. A framework for the double edge.

3.59

110

📊 Ai Strategy ⚖️ Ai Ethics 💼 Future Of Work

The Mind's Mirror 88%

AI extends every human capability, including the worst of us. A framework for the double edge.

by Daniela Rus 2024

3.59

110 ratings

📊 Ai Strategy ⚖️ Ai Ethics 💼 Future Of Work

Behind the Screen

by Sarah T. Roberts • 2019

The open internet is a myth: a hidden workforce decides what you see, for a hidden price.

3.65

168

🛡️ Content Moderation ⚖️ Platform Governance 🖥️ Digital Labor

Behind the Screen 88%

The open internet is a myth: a hidden workforce decides what you see, for a hidden price.

by Sarah T. Roberts 2019

3.65

168 ratings

🛡️ Content Moderation ⚖️ Platform Governance 🖥️ Digital Labor

12 Bytes

by Jeanette Winterson • 2021

AI has a history: female, literary, and older than electricity. A novelist connects the dots.

3.90

2k+

🤖 Ai Ethics 💻 History Of Computing 👩‍💻 Tech Feminism

12 Bytes 88%

AI has a history: female, literary, and older than electricity. A novelist connects the dots.

by Jeanette Winterson 2021

3.90

2k+ ratings

🤖 Ai Ethics 💻 History Of Computing 👩‍💻 Tech Feminism

Radical Technologies

by Adam Greenfield • 2017

Eight technologies that run your day: the invisible tradeoffs reshaping power, work, and identity.

4.02

1k+

⚡ Tech Criticism 👁️ Surveillance Capitalism ⚖️ Ethics Of Technology

Radical Technologies 88%

Eight technologies that run your day: the invisible tradeoffs reshaping power, work, and identity.

by Adam Greenfield 2017

4.02

1k+ ratings

⚡ Tech Criticism 👁️ Surveillance Capitalism ⚖️ Ethics Of Technology

Futureproof

by Kevin Roose • 2021

Three traits make you AI-proof. Building them is a practice, not a talent.

3.94

2k+

🔮 Future Of Work 💼 Career Resilience 🧠 Human Skills

Futureproof 88%

Three traits make you AI-proof. Building them is a practice, not a talent.

by Kevin Roose 2021

3.94

2k+ ratings

🔮 Future Of Work 💼 Career Resilience 🧠 Human Skills

Artificial Intelligence

by Neil Wilkins • 2019

The AI taking your job tomorrow does not exist. The fear is manufactured for profit.

3.18

🤖 Ai Skepticism 🔍 Technology Criticism 👁️ Surveillance Capitalism

Artificial Intelligence 88%

The AI taking your job tomorrow does not exist. The fear is manufactured for profit.

by Neil Wilkins 2019

3.18

17 ratings

🤖 Ai Skepticism 🔍 Technology Criticism 👁️ Surveillance Capitalism

Artificial Intelligence Basics

by Tom Taulli • 2019

AI without the math: what machine learning does and where automation fits in your business.

3.50

210

🧠 Ai Fundamentals 🏭 Ai Adoption 🔄 Digital Transformation

Artificial Intelligence Basics 88%

AI without the math: what machine learning does and where automation fits in your business.

by Tom Taulli 2019

3.50

210 ratings

🧠 Ai Fundamentals 🏭 Ai Adoption 🔄 Digital Transformation

The Last Economy

by Emad Mostaque • 2025

When intelligence costs almost nothing, our economic dashboards register disaster, not abundance.

4.26

304

🤖 Ai And Society 📉 Beyond Gdp 🕸️ Network Effects

The Last Economy 88%

When intelligence costs almost nothing, our economic dashboards register disaster, not abundance.

by Emad Mostaque 2025

4.26

304 ratings

🤖 Ai And Society 📉 Beyond Gdp 🕸️ Network Effects

Hello World

by Hannah Fry • 2018

When algorithms police, diagnose, and drive, blind trust becomes the real danger.

4.11

12k+

🧭 Data Ethics 📊 Algorithmic Bias 👥 Human In The Loop

Hello World 88%

When algorithms police, diagnose, and drive, blind trust becomes the real danger.

by Hannah Fry 2018

4.11

12k+ ratings

🧭 Data Ethics 📊 Algorithmic Bias 👥 Human In The Loop

Press Reset

by Jason Schreier • 2021

Why game developers lose their jobs after shipping hit games, and who profits.

4.05

8k+

🎮 Video Game Industry 🛠️ Tech Labor ⏰ Crunch Culture

Press Reset 88%

Why game developers lose their jobs after shipping hit games, and who profits.

by Jason Schreier 2021

4.05

8k+ ratings

🎮 Video Game Industry 🛠️ Tech Labor ⏰ Crunch Culture

System Error

by Rob Reich • 2021

Tech companies optimized for growth and broke democracy. The cure is political, not digital.

3.82

608

⚖️ Algorithmic Bias 🔒 Data Privacy 🤖 Automation And Labor

System Error 88%

Tech companies optimized for growth and broke democracy. The cure is political, not digital.

by Rob Reich 2021

3.82

608 ratings

⚖️ Algorithmic Bias 🔒 Data Privacy 🤖 Automation And Labor

The Coming Wave

by Mustafa Suleyman • 2023

AI and biotech are coming. They can't be stopped. They can't be contained. Catastrophe or dystopia?

3.80

15k+

🏛️ Tech Policy ⚠️ Existential Risk 🤖 Ai Safety

The Coming Wave 88%

AI and biotech are coming. They can't be stopped. They can't be contained. Catastrophe or dystopia?

by Mustafa Suleyman 2023

3.80

15k+ ratings

🏛️ Tech Policy ⚠️ Existential Risk 🤖 Ai Safety

The Fourth Age

by Byron Reese • 2018

Three technologies made humanity. The fourth could unmake the boundary between human and machine.

4.01

1k+

🤖 Artificial Intelligence 🧠 Consciousness Studies 🎲 Free Will Debate

The Fourth Age 88%

Three technologies made humanity. The fourth could unmake the boundary between human and machine.

by Byron Reese 2018

4.01

1k+ ratings

🤖 Artificial Intelligence 🧠 Consciousness Studies 🎲 Free Will Debate

Open to Work

by Ryan Roslansky • 2026

The threat isn't robots. It's the competitor who adopted AI. A 90-day playbook.

3.47

308

🏢 Future Of Work 🧭 Career Development 🤖 Ai In Business

Open to Work 88%

The threat isn't robots. It's the competitor who adopted AI. A 90-day playbook.

by Ryan Roslansky 2026

3.47

308 ratings

🏢 Future Of Work 🧭 Career Development 🤖 Ai In Business

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